Real-time rainfall-runoff prediction using light gradient boosting machine coupled with singular spectrum analysis
Zhongjie Cui, Qing Xiaoxia, Hongxiang Chai, Senxiong Yang, Ying Zhu, Feifei Wang
Topics & Concepts
Computer scienceGradient boostingSurface runoffSingular spectrum analysisComputationData miningStatisticsRandom forestAlgorithmArtificial intelligenceMathematicsSingular value decompositionBiologyEcologyHydrological Forecasting Using AIHydrology and Drought AnalysisFlood Risk Assessment and Management